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Market Basket Analysis

Category: General  ·  Sub-category: general-misc  ·  Last updated:
Mines frequent itemsets and association rules (Apriori, FP-Growth) to generate cross-selling recommendations, optimize physical store or digital shelf layout via the Quadratic Assignment Problem (QAP), and segment shopping journeys by purchase sequence. Use when asked to: find "frequently bought together" patterns, generate cross-sell rules, optimize aisle or category adjacency, measure product affinity, build basket-size uplift programs, or analyze shopping journey sequences. Also trigger for: "market basket", "association rules", "cross-sell", "product affinity", "lift matrix", "store layout", "shelf optimization", "category adjacency", "basket analysis", "apriori", "fp-growth", or any transaction-level data analysis. Always renders inline HTML dashboard + marketer NBA and industry benchmarks.

From the source SKILL.md

Three capabilities in one skill: association rule mining → QAP store/shelf layout optimization → shopping journey segmentation. Always outputs dashboard first.

What this skill does

Market Basket Analysis is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/market-basket-analysis/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when asked to: find "frequently bought together" patterns, generate cross-sell rules, optimize aisle or category adjacency, measure product affinity, build basket-size uplift programs, or analyze shopping journey sequences. Also trigger for: "market basket", "association rules", "cross-sell", "product affinity", "lift matrix", "store layout", "shelf optimization", "category adjacency", "basket analysis", "apriori", "fp-growth", or any transaction-level data analysis.

Who uses this skill

The Market Basket Analysis Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 70,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/market-basket-analysis
curl -L https://claudskills.com/skills/market-basket-analysis/SKILL.md \
  -o ~/.claude/skills/market-basket-analysis/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/market-basket-analysis/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/market-basket-analysis/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\market-basket-analysis\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
ClaudSkills. (2026). Market Basket Analysis [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/market-basket-analysis/
BibTeX
@misc{market-basket-analysis-2026,
  author    = {ClaudSkills},
  title     = {Market Basket Analysis [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/market-basket-analysis/}
}

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